• DocumentCode
    2979538
  • Title

    Considering Learning Styles in Learning Management Systems: Investigating the Behavior of Students in an Online Course

  • Author

    Graf, Sabine ; Kinshuk

  • Author_Institution
    Vienna University of Technology
  • fYear
    2006
  • fDate
    Dec. 2006
  • Firstpage
    25
  • Lastpage
    30
  • Abstract
    Many researchers agree that considering learning styles increases the learning progress and makes learning easier for students. Learning management systems (LMS) are very successful in e-education but do not incorporate learning styles. As a requirement for taking learning styles into consideration in LMS, the behavior of students in online courses needs to be investigated. In this paper, we analyze the behavior of 43 students based on their learning styles and predefined patterns of behavior. Firstly, we concentrated on whether students with different learning style preferences act differently in the course. This information can be used to create courses that include features for each learning style. Secondly, we investigated correlations between the learning style preferences and the behavior of students during the course. These correlations can be use to develop an approach for identifying learning styles in LMS based on students¿ behavior.
  • Keywords
    Adaptive systems; Content management; Education; Educational institutions; Educational technology; Internet; Least squares approximation; Management information systems; Pattern analysis; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semantic Media Adaptation and Personalization, 2006. SMAP '06. First International Workshop on
  • Conference_Location
    Athens, Greece
  • Print_ISBN
    0-7695-2692-6
  • Type

    conf

  • DOI
    10.1109/SMAP.2006.13
  • Filename
    4041954